Search Results for author: Tyler Ferguson

Found 1 papers, 0 papers with code

Scalable Derivative-Free Optimization for Nonlinear Least-Squares Problems

no code implementations26 Jul 2020 Coralia Cartis, Tyler Ferguson, Lindon Roberts

Derivative-free - or zeroth-order - optimization (DFO) has gained recent attention for its ability to solve problems in a variety of application areas, including machine learning, particularly involving objectives which are stochastic and/or expensive to compute.

Dimensionality Reduction

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